For semantic understanding tasks, we select several representative and diverse image classification benchmarks, including Concept Generalization (CoG) benchmark [1]}, the widely-used 12-dataset benchmark [2]}, as well as a fine-grained classification dataset iNaturalist-18 [3]}.
